Grammatical Error Correction on IceEC 1.0 (test)
87.4GLEUByT5
Evaluation Results
| Method | Links | |
|---|---|---|
| ByT5Training Data=Synth 550k + EC2023.05 | 87.4 | |
| ByT5Training Data=Synth 100k + EC2023.05 | 87 | |
| mB-ISENTraining Data=Synth 100k + EC2023.05 | 86.5 | |
| mB-ISEN+regTraining Data=Synth 100k + EC2023.05 | 86.4 | |
| ByT5Training Data=Error Corpora (EC)2023.05 | 85.9 | |
| mB-ISEN+regTraining Data=Error Corpora (EC)2023.05 | 85.7 | |
| mB-ISENTraining Data=Error Corpora (EC)2023.05 | 85.3 | |
| mT5Training Data=Synth 100k + EC2023.05 | 85.3 | |
| GC (spell.)Training Data=(rule-based)2023.05 | 84.6 | |
| mT5Training Data=Error Corpora (EC)2023.05 | 84.6 | |
| ByT5Training Data=Synth 550k2023.05 | 84.2 | |
| GC (all)Training Data=(rule-based)2023.05 | 83.6 | |
| ByT5Training Data=Synth 100k2023.05 | 83.6 | |
| no corr.Training Data=(not trained)2023.05 | 83.4 | |
| mB-ISENTraining Data=Synth 100k2023.05 | 83.4 | |
| mB-ISEN+regTraining Data=Synth 100k2023.05 | 83.4 | |
| mT5Training Data=Synth 100k2023.05 | 83.4 |